Application and performance of machine learning techniques in manufacturing sector from the past two decades: A review

UMR Paturi, S Cheruku - Materials Today: Proceedings, 2021 - Elsevier
Advancement in technology has created wide opportunities for the researchers to utilize
artificial intelligence in various fields. Numerous attempts have been made in the use of …

Predicting characteristics of dissimilar laser welded polymeric joints using a multi-layer perceptrons model coupled with archimedes optimizer

EB Moustafa, A Elsheikh - Polymers, 2023 - mdpi.com
This study investigates the application of a coupled multi-layer perceptrons (MLP) model
with Archimedes optimizer (AO) to predict characteristics of dissimilar lap joints made of …

A comprehensive review on recent laser beam welding process: Geometrical, metallurgical, and mechanical characteristic modeling

SF Nabavi, A Farshidianfar, H Dalir - The International Journal of …, 2023 - Springer
Demands for improved productivity, efficiency, and quality pose challenges to the welding
industry, significantly the laser beam welding process. As the materials become increasingly …

Comparative study of pulsed Nd: YAG laser welding of AISI 304 and AISI 316 stainless steels

N Kumar, M Mukherjee, A Bandyopadhyay - Optics & Laser Technology, 2017 - Elsevier
Laser welding is a potentially useful technique for joining two pieces of similar or dissimilar
materials with high precision. In the present work, comparative studies on laser welding of …

On the feasibility of AISI 304 stainless steel laser welding with metal powder

V Errico, SL Campanelli, A Angelastro… - Journal of Manufacturing …, 2020 - Elsevier
Laser welding is a manufacturing process that allows the joining of metallic parts even if
accurate positioning and preparation of the welding edges are mandatory for successful …

Optimizing pulsed Nd: YAG laser beam welding process parameters to attain maximum ultimate tensile strength for thin AISI316L sheet using response surface …

A Torabi, F Kolahan - Optics & Laser Technology, 2018 - Elsevier
Pulsed laser welding is a powerful technique especially suitable for joining thin sheet
metals. In this study, based on experimental data, pulsed laser welding of thin AISI316L …

Electron beam welding of aerospace alloy (Inconel 825): A comparative study of RSM and ANN modeling to predict weld bead area

B Choudhury, M Chandrasekaran - Optik, 2020 - Elsevier
Electron beam welding (EBW) is an energy intensive beam welding method widely used for
joining hard to weld metals found application in aerospace, nuclear, automotive industries …

[PDF][PDF] Influence of laser welding process parameters on weld pool geometry and duty cycle

AP Tadamalle, YP Reddy… - Advances in Production …, 2013 - apem-journal.org
The success of laser welding depends on the careful consideration of process parameters
and its requirements. The effective laser material processing is often useful to get a …

Quality prediction for aluminum diecasting process based on shallow neural network and data feature selection technique

C Bak, AG Roy, H Son - CIRP Journal of Manufacturing Science and …, 2021 - Elsevier
This paper aims to develop a prediction algorithm for better product quality of the diecasting
process, one of the most essential aspects of quality management in traditional …

Process parameter selection for laser welding of aluminium alloy from the perspective of energy effectiveness

Y He, J Xiong, Y Li, X Tian… - Proceedings of the …, 2022 - journals.sagepub.com
Laser welding is an indispensable part of competitive manufacturing, but it has a critical
issue with energy consumption. The existing literature is limited to the energy supplied to the …